{"id":"W4280573134","doi":"10.32832/astonjadro.v11i2.6721","title":"VISUAL CHARACTERISTICS OF PHYSICAL CHARACTERISTICS OF GAJAH MADA ROAD CORRIDOR IN DENPASAR CITY","year":2022,"lang":"en","type":"article","venue":"ASTONJADRO","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Pedestrian; Transport engineering; Modernization theory; Architecture; Legibility; Population; Geography; Architectural engineering; Computer science; Business; Engineering; Advertising; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001872626,0.0001276709,0.0001024876,0.0010551,0.000994457,0.001114619,0.0002237773,0.0002018525,0.003990076],"category_scores_gemma":[0.0007646048,0.00009034007,0.000138604,0.001231494,0.000643207,0.0004406857,0.0007237473,0.0002122645,0.0002046914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392655,"about_ca_system_score_gemma":0.0003913814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03645624,"about_ca_topic_score_gemma":0.1037064,"domain_scores_codex":[0.9998217,0.00005665879,0.00001080419,0.00002985438,0.00003873013,0.00004216724],"domain_scores_gemma":[0.9996879,0.00007676795,0.00009916603,0.0000195069,0.00006332406,0.00005341083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003974918,0.0001267016,0.784213,0.0002990149,0.00004710905,0.002017183,0.1512347,0.0009144639,0.009003568,0.002990152,0.00307507,0.04568145],"study_design_scores_gemma":[0.000002236508,0.00005673469,0.8914291,0.00004176689,0.000009749411,0.0003487829,0.1041197,0.0001872799,0.0002283843,0.00008163261,0.003477754,0.00001694796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963077,0.00005228267,0.0000382737,0.00002800754,0.000002217247,0.000005722401,0.0001083495,0.000003599916,0.00345371],"genre_scores_gemma":[0.9993104,0.00003462189,0.00005244499,0.000003261961,9.682293e-7,0.000004504903,0.00007048359,0.000001305895,0.0005220203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03645624,"threshold_uncertainty_score":0.07248807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171676702657811,"score_gpt":0.2359264492824397,"score_spread":0.2142096822558616,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}